Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 43190 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 10.2 MiB |
| Average record size in memory | 248.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 13 |
| Numeric | 17 |
Error 3 has constant value "0" | Constant |
SoH has constant value "100" | Constant |
Max discharge current has constant value "2000" | Constant |
Accel-X (mg) has constant value "0.0" | Constant |
Accel-Y (mg) has constant value "0.0" | Constant |
Accel-Z (mg) has constant value "0.0" | Constant |
Warning 1 is highly correlated with Error 1 | High correlation |
Error 1 is highly correlated with Warning 1 | High correlation |
Max cell voltage is highly correlated with Min cell voltage and 9 other fields | High correlation |
Min cell voltage is highly correlated with Max cell voltage and 9 other fields | High correlation |
Average cell voltage is highly correlated with Max cell voltage and 9 other fields | High correlation |
Pack voltage is highly correlated with Max cell voltage and 9 other fields | High correlation |
Charge current is highly correlated with Max cell voltage and 7 other fields | High correlation |
Discharge current is highly correlated with Max cell voltage and 3 other fields | High correlation |
Max battery temperature is highly correlated with Min battery temperature and 4 other fields | High correlation |
Min battery temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Average battery temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Max board temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Min board temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Average board temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Remaining capacity is highly correlated with Max cell voltage and 7 other fields | High correlation |
SoC is highly correlated with Max cell voltage and 8 other fields | High correlation |
GO detail is highly correlated with Max cell voltage and 8 other fields | High correlation |
Control detail 1 is highly correlated with Max cell voltage and 7 other fields | High correlation |
Max charge current is highly correlated with Max cell voltage and 7 other fields | High correlation |
Warning 1 is highly correlated with Error 1 | High correlation |
Warning 2 is highly correlated with Error 2 | High correlation |
Error 1 is highly correlated with Warning 1 | High correlation |
Error 2 is highly correlated with Warning 2 | High correlation |
Max cell voltage is highly correlated with Min cell voltage and 7 other fields | High correlation |
Min cell voltage is highly correlated with Max cell voltage and 7 other fields | High correlation |
Average cell voltage is highly correlated with Max cell voltage and 7 other fields | High correlation |
Pack voltage is highly correlated with Max cell voltage and 7 other fields | High correlation |
Max battery temperature is highly correlated with Min battery temperature and 4 other fields | High correlation |
Min battery temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Average battery temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Max board temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Min board temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Average board temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Remaining capacity is highly correlated with Max cell voltage and 7 other fields | High correlation |
SoC is highly correlated with Max cell voltage and 7 other fields | High correlation |
GO detail is highly correlated with Max cell voltage and 7 other fields | High correlation |
Control detail 1 is highly correlated with Max cell voltage and 7 other fields | High correlation |
Max charge current is highly correlated with Max cell voltage and 7 other fields | High correlation |
Warning 1 is highly correlated with Error 1 | High correlation |
Error 1 is highly correlated with Warning 1 | High correlation |
Max cell voltage is highly correlated with Min cell voltage and 6 other fields | High correlation |
Min cell voltage is highly correlated with Max cell voltage and 6 other fields | High correlation |
Average cell voltage is highly correlated with Max cell voltage and 5 other fields | High correlation |
Pack voltage is highly correlated with Max cell voltage and 5 other fields | High correlation |
Charge current is highly correlated with Min cell voltage and 2 other fields | High correlation |
Max battery temperature is highly correlated with Min battery temperature and 4 other fields | High correlation |
Min battery temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Average battery temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Max board temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Min board temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Average board temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Remaining capacity is highly correlated with Max cell voltage and 3 other fields | High correlation |
SoC is highly correlated with Max cell voltage and 7 other fields | High correlation |
GO detail is highly correlated with Max cell voltage and 7 other fields | High correlation |
Control detail 1 is highly correlated with Remaining capacity and 1 other fields | High correlation |
Max charge current is highly correlated with Max cell voltage and 6 other fields | High correlation |
Accel-Z (mg) is highly correlated with Warning 2 and 11 other fields | High correlation |
Warning 2 is highly correlated with Accel-Z (mg) and 6 other fields | High correlation |
SoH is highly correlated with Accel-Z (mg) and 11 other fields | High correlation |
Error 2 is highly correlated with Accel-Z (mg) and 6 other fields | High correlation |
Accel-Y (mg) is highly correlated with Accel-Z (mg) and 11 other fields | High correlation |
GO detail is highly correlated with Accel-Z (mg) and 5 other fields | High correlation |
Warning 3 is highly correlated with Accel-Z (mg) and 5 other fields | High correlation |
Accel-X (mg) is highly correlated with Accel-Z (mg) and 11 other fields | High correlation |
Warning 1 is highly correlated with Accel-Z (mg) and 6 other fields | High correlation |
Error 3 is highly correlated with Accel-Z (mg) and 11 other fields | High correlation |
Max discharge current is highly correlated with Accel-Z (mg) and 11 other fields | High correlation |
Control detail 2 is highly correlated with Accel-Z (mg) and 5 other fields | High correlation |
Error 1 is highly correlated with Accel-Z (mg) and 6 other fields | High correlation |
Warning 1 is highly correlated with Error 1 and 5 other fields | High correlation |
Warning 2 is highly correlated with Error 2 and 2 other fields | High correlation |
Error 1 is highly correlated with Warning 1 and 5 other fields | High correlation |
Error 2 is highly correlated with Warning 2 | High correlation |
Max cell voltage is highly correlated with Warning 1 and 14 other fields | High correlation |
Min cell voltage is highly correlated with Warning 1 and 17 other fields | High correlation |
Average cell voltage is highly correlated with Warning 1 and 16 other fields | High correlation |
Pack voltage is highly correlated with Warning 1 and 16 other fields | High correlation |
Charge current is highly correlated with Max cell voltage and 1 other fields | High correlation |
Discharge current is highly correlated with Warning 2 and 4 other fields | High correlation |
Max battery temperature is highly correlated with Min cell voltage and 12 other fields | High correlation |
Min battery temperature is highly correlated with Max cell voltage and 13 other fields | High correlation |
Average battery temperature is highly correlated with Max cell voltage and 13 other fields | High correlation |
Max board temperature is highly correlated with Max cell voltage and 11 other fields | High correlation |
Min board temperature is highly correlated with Min cell voltage and 10 other fields | High correlation |
Average board temperature is highly correlated with Min cell voltage and 10 other fields | High correlation |
Remaining capacity is highly correlated with Max cell voltage and 10 other fields | High correlation |
SoC is highly correlated with Max cell voltage and 10 other fields | High correlation |
GO detail is highly correlated with Max cell voltage and 14 other fields | High correlation |
Control detail 1 is highly correlated with Max cell voltage and 13 other fields | High correlation |
Max charge current is highly correlated with Warning 1 and 15 other fields | High correlation |
time has unique values | Unique |
Charge current has 18760 (43.4%) zeros | Zeros |
Discharge current has 38712 (89.6%) zeros | Zeros |
Reproduction
| Analysis started | 2022-06-20 07:48:13.319149 |
|---|---|
| Analysis finished | 2022-06-20 07:49:26.561001 |
| Duration | 1 minute and 13.24 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 43190 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.5 KiB |
| Minimum | 2022-04-24 00:00:02 |
|---|---|
| Maximum | 2022-05-24 01:04:18 |
Warning 1
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.5 KiB |
| 0 | |
|---|---|
| 40 | 423 |
| 32 | 174 |
| 8 | 6 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.013822644 |
| Min length | 1 |
Characters and Unicode
| Total characters | 43787 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 42587 | |
| 40 | 423 | 1.0% |
| 32 | 174 | 0.4% |
| 8 | 6 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 42587 | |
| 40 | 423 | 1.0% |
| 32 | 174 | 0.4% |
| 8 | 6 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 43010 | |
| 4 | 423 | 1.0% |
| 3 | 174 | 0.4% |
| 2 | 174 | 0.4% |
| 8 | 6 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43787 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 43010 | |
| 4 | 423 | 1.0% |
| 3 | 174 | 0.4% |
| 2 | 174 | 0.4% |
| 8 | 6 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43787 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 43010 | |
| 4 | 423 | 1.0% |
| 3 | 174 | 0.4% |
| 2 | 174 | 0.4% |
| 8 | 6 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43787 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 43010 | |
| 4 | 423 | 1.0% |
| 3 | 174 | 0.4% |
| 2 | 174 | 0.4% |
| 8 | 6 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.5 KiB |
| 0 | |
|---|---|
| 1 | 161 |
| 32 | 2 |
| 128 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.000092614 |
| Min length | 1 |
Characters and Unicode
| Total characters | 43194 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 43026 | |
| 1 | 161 | 0.4% |
| 32 | 2 | < 0.1% |
| 128 | 1 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 43026 | |
| 1 | 161 | 0.4% |
| 32 | 2 | < 0.1% |
| 128 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 43026 | |
| 1 | 162 | 0.4% |
| 2 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43194 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 43026 | |
| 1 | 162 | 0.4% |
| 2 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43194 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 43026 | |
| 1 | 162 | 0.4% |
| 2 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43194 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 43026 | |
| 1 | 162 | 0.4% |
| 2 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.5 KiB |
| 0 | |
|---|---|
| 64 | 3 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.000069461 |
| Min length | 1 |
Characters and Unicode
| Total characters | 43193 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 43187 | |
| 64 | 3 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 43187 | |
| 64 | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 43187 | |
| 6 | 3 | < 0.1% |
| 4 | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43193 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 43187 | |
| 6 | 3 | < 0.1% |
| 4 | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43193 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 43187 | |
| 6 | 3 | < 0.1% |
| 4 | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43193 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 43187 | |
| 6 | 3 | < 0.1% |
| 4 | 3 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.5 KiB |
| 0 | |
|---|---|
| 40 | 403 |
| 32 | 163 |
| 8 | 6 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.013104885 |
| Min length | 1 |
Characters and Unicode
| Total characters | 43756 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 42618 | |
| 40 | 403 | 0.9% |
| 32 | 163 | 0.4% |
| 8 | 6 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 42618 | |
| 40 | 403 | 0.9% |
| 32 | 163 | 0.4% |
| 8 | 6 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 43021 | |
| 4 | 403 | 0.9% |
| 3 | 163 | 0.4% |
| 2 | 163 | 0.4% |
| 8 | 6 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43756 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 43021 | |
| 4 | 403 | 0.9% |
| 3 | 163 | 0.4% |
| 2 | 163 | 0.4% |
| 8 | 6 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43756 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 43021 | |
| 4 | 403 | 0.9% |
| 3 | 163 | 0.4% |
| 2 | 163 | 0.4% |
| 8 | 6 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43756 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 43021 | |
| 4 | 403 | 0.9% |
| 3 | 163 | 0.4% |
| 2 | 163 | 0.4% |
| 8 | 6 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.5 KiB |
| 0 | |
|---|---|
| 1 | 38 |
| 128 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.000046307 |
| Min length | 1 |
Characters and Unicode
| Total characters | 43192 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 43151 | |
| 1 | 38 | 0.1% |
| 128 | 1 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 43151 | |
| 1 | 38 | 0.1% |
| 128 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 43151 | |
| 1 | 39 | 0.1% |
| 2 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43192 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 43151 | |
| 1 | 39 | 0.1% |
| 2 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43192 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 43151 | |
| 1 | 39 | 0.1% |
| 2 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 43151 | |
| 1 | 39 | 0.1% |
| 2 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.5 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 43190 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 43190 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 43190 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 43190 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43190 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 43190 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43190 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 43190 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43190 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 43190 |
Max cell voltage
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 367 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3446.654828 |
| Minimum | 3184 |
|---|---|
| Maximum | 3996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.5 KiB |
Quantile statistics
| Minimum | 3184 |
|---|---|
| 5-th percentile | 3309 |
| Q1 | 3330 |
| median | 3501 |
| Q3 | 3521 |
| 95-th percentile | 3543 |
| Maximum | 3996 |
| Range | 812 |
| Interquartile range (IQR) | 191 |
Descriptive statistics
| Standard deviation | 93.00217461 |
|---|---|
| Coefficient of variation (CV) | 0.02698331549 |
| Kurtosis | -1.084969755 |
| Mean | 3446.654828 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | -0.3587591255 |
| Sum | 148861022 |
| Variance | 8649.404482 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3328 | 3137 | 7.3% |
| 3330 | 1466 | 3.4% |
| 3503 | 951 | 2.2% |
| 3506 | 924 | 2.1% |
| 3504 | 922 | 2.1% |
| 3512 | 920 | 2.1% |
| 3510 | 916 | 2.1% |
| 3509 | 895 | 2.1% |
| 3516 | 891 | 2.1% |
| 3519 | 856 | 2.0% |
| Other values (357) | 31312 |
| Value | Count | Frequency (%) |
| 3184 | 1 | |
| 3193 | 2 | |
| 3195 | 1 | |
| 3196 | 1 | |
| 3200 | 2 | |
| 3207 | 1 | |
| 3212 | 1 | |
| 3222 | 2 | |
| 3228 | 1 | |
| 3230 | 2 |
| Value | Count | Frequency (%) |
| 3996 | 1 | |
| 3969 | 1 | |
| 3881 | 1 | |
| 3862 | 1 | |
| 3850 | 1 | |
| 3846 | 2 | |
| 3845 | 1 | |
| 3839 | 1 | |
| 3837 | 1 | |
| 3833 | 1 |
Min cell voltage
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 351 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3428.59523 |
| Minimum | 3080 |
|---|---|
| Maximum | 3842 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.5 KiB |
Quantile statistics
| Minimum | 3080 |
|---|---|
| 5-th percentile | 3295 |
| Q1 | 3322 |
| median | 3481 |
| Q3 | 3501 |
| 95-th percentile | 3522 |
| Maximum | 3842 |
| Range | 762 |
| Interquartile range (IQR) | 179 |
Descriptive statistics
| Standard deviation | 88.74419212 |
|---|---|
| Coefficient of variation (CV) | 0.02588354301 |
| Kurtosis | -1.174884177 |
| Mean | 3428.59523 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | -0.4994310433 |
| Sum | 148081028 |
| Variance | 7875.531636 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3321 | 2376 | 5.5% |
| 3322 | 2072 | 4.8% |
| 3319 | 1333 | 3.1% |
| 3486 | 945 | 2.2% |
| 3489 | 929 | 2.2% |
| 3492 | 923 | 2.1% |
| 3487 | 918 | 2.1% |
| 3495 | 909 | 2.1% |
| 3483 | 909 | 2.1% |
| 3500 | 892 | 2.1% |
| Other values (341) | 30984 |
| Value | Count | Frequency (%) |
| 3080 | 1 | |
| 3084 | 1 | |
| 3103 | 1 | |
| 3113 | 1 | |
| 3115 | 1 | |
| 3118 | 2 | |
| 3122 | 1 | |
| 3127 | 1 | |
| 3133 | 1 | |
| 3137 | 1 |
| Value | Count | Frequency (%) |
| 3842 | 1 | |
| 3828 | 1 | |
| 3753 | 1 | |
| 3724 | 1 | |
| 3718 | 1 | |
| 3700 | 1 | |
| 3698 | 1 | |
| 3696 | 1 | |
| 3695 | 1 | |
| 3693 | 1 |
Average cell voltage
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 519 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3441.334591 |
| Minimum | 3153 |
|---|---|
| Maximum | 3966 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.5 KiB |
Quantile statistics
| Minimum | 3153 |
|---|---|
| 5-th percentile | 3303 |
| Q1 | 3327 |
| median | 3496 |
| Q3 | 3516 |
| 95-th percentile | 3539 |
| Maximum | 3966 |
| Range | 813 |
| Interquartile range (IQR) | 189 |
Descriptive statistics
| Standard deviation | 92.74205015 |
|---|---|
| Coefficient of variation (CV) | 0.02694944292 |
| Kurtosis | -1.188159524 |
| Mean | 3441.334591 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | -0.3849014528 |
| Sum | 148631241 |
| Variance | 8601.087865 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3327 | 2379 | 5.5% |
| 3326 | 1687 | 3.9% |
| 3325 | 702 | 1.6% |
| 3324 | 656 | 1.5% |
| 3506 | 598 | 1.4% |
| 3509 | 575 | 1.3% |
| 3497 | 570 | 1.3% |
| 3500 | 570 | 1.3% |
| 3501 | 567 | 1.3% |
| 3505 | 565 | 1.3% |
| Other values (509) | 34321 |
| Value | Count | Frequency (%) |
| 3153 | 1 | |
| 3162 | 1 | |
| 3167 | 1 | |
| 3170 | 1 | |
| 3171 | 1 | |
| 3173 | 2 | |
| 3183 | 1 | |
| 3190 | 1 | |
| 3191 | 1 | |
| 3198 | 1 |
| Value | Count | Frequency (%) |
| 3966 | 1 | |
| 3934 | 1 | |
| 3851 | 1 | |
| 3819 | 1 | |
| 3818 | 1 | |
| 3812 | 1 | |
| 3800 | 2 | |
| 3799 | 2 | |
| 3798 | 1 | |
| 3797 | 1 |
| Distinct | 7466 |
|---|---|
| Distinct (%) | 17.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89491.84429 |
| Minimum | 81977 |
|---|---|
| Maximum | 103181 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.5 KiB |
Quantile statistics
| Minimum | 81977 |
|---|---|
| 5-th percentile | 85884 |
| Q1 | 86534 |
| median | 90913 |
| Q3 | 91428 |
| 95-th percentile | 92032 |
| Maximum | 103181 |
| Range | 21204 |
| Interquartile range (IQR) | 4894 |
Descriptive statistics
| Standard deviation | 2408.326556 |
|---|---|
| Coefficient of variation (CV) | 0.02691112889 |
| Kurtosis | -1.189301852 |
| Mean | 89491.84429 |
| Median Absolute Deviation (MAD) | 994 |
| Skewness | -0.3850143521 |
| Sum | 3865152755 |
| Variance | 5800036.802 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 86511 | 262 | 0.6% |
| 86512 | 236 | 0.5% |
| 86510 | 219 | 0.5% |
| 86513 | 212 | 0.5% |
| 86514 | 188 | 0.4% |
| 86527 | 145 | 0.3% |
| 86509 | 145 | 0.3% |
| 86508 | 128 | 0.3% |
| 86526 | 128 | 0.3% |
| 86528 | 127 | 0.3% |
| Other values (7456) | 41400 |
| Value | Count | Frequency (%) |
| 81977 | 1 | |
| 82351 | 1 | |
| 82428 | 1 | |
| 82460 | 1 | |
| 82462 | 1 | |
| 82592 | 1 | |
| 82743 | 1 | |
| 82970 | 1 | |
| 82981 | 1 | |
| 83197 | 1 |
| Value | Count | Frequency (%) |
| 103181 | 1 | |
| 102183 | 1 | |
| 100126 | 1 | |
| 99341 | 1 | |
| 99316 | 1 | |
| 99099 | 1 | |
| 98826 | 1 | |
| 98821 | 2 | |
| 98752 | 1 | |
| 98731 | 1 |
| Distinct | 741 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9042.675434 |
| Minimum | 0 |
|---|---|
| Maximum | 232896 |
| Zeros | 18760 |
| Zeros (%) | 43.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 512 |
| Q3 | 576 |
| 95-th percentile | 4784 |
| Maximum | 232896 |
| Range | 232896 |
| Interquartile range (IQR) | 576 |
Descriptive statistics
| Standard deviation | 40898.88025 |
|---|---|
| Coefficient of variation (CV) | 4.522873849 |
| Kurtosis | 20.04924345 |
| Mean | 9042.675434 |
| Median Absolute Deviation (MAD) | 128 |
| Skewness | 4.655845685 |
| Sum | 390553152 |
| Variance | 1672718406 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18760 | |
| 576 | 10441 | |
| 512 | 8027 | |
| 640 | 2585 | 6.0% |
| 448 | 618 | 1.4% |
| 320 | 302 | 0.7% |
| 704 | 129 | 0.3% |
| 384 | 57 | 0.1% |
| 205632 | 55 | 0.1% |
| 201728 | 48 | 0.1% |
| Other values (731) | 2168 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 18760 | |
| 320 | 302 | 0.7% |
| 384 | 57 | 0.1% |
| 448 | 618 | 1.4% |
| 512 | 8027 | |
| 576 | 10441 | |
| 640 | 2585 | 6.0% |
| 704 | 129 | 0.3% |
| 768 | 1 | < 0.1% |
| 896 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 232896 | 1 | < 0.1% |
| 232832 | 1 | < 0.1% |
| 232576 | 1 | < 0.1% |
| 232512 | 1 | < 0.1% |
| 231936 | 5 | < 0.1% |
| 231808 | 18 | |
| 231744 | 6 | < 0.1% |
| 231680 | 5 | < 0.1% |
| 231552 | 9 | |
| 231488 | 6 | < 0.1% |
| Distinct | 1720 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8716.906691 |
| Minimum | 0 |
|---|---|
| Maximum | 801920 |
| Zeros | 38712 |
| Zeros (%) | 89.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 24832 |
| Maximum | 801920 |
| Range | 801920 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 46075.9805 |
|---|---|
| Coefficient of variation (CV) | 5.285817795 |
| Kurtosis | 70.20711928 |
| Mean | 8716.906691 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.507546263 |
| Sum | 376483200 |
| Variance | 2122995979 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38712 | |
| 3200 | 262 | 0.6% |
| 3264 | 163 | 0.4% |
| 3328 | 134 | 0.3% |
| 3712 | 126 | 0.3% |
| 3776 | 126 | 0.3% |
| 2432 | 125 | 0.3% |
| 2496 | 117 | 0.3% |
| 3456 | 98 | 0.2% |
| 2368 | 90 | 0.2% |
| Other values (1710) | 3237 | 7.5% |
| Value | Count | Frequency (%) |
| 0 | 38712 | |
| 320 | 1 | < 0.1% |
| 384 | 1 | < 0.1% |
| 448 | 1 | < 0.1% |
| 768 | 3 | < 0.1% |
| 1024 | 1 | < 0.1% |
| 1088 | 1 | < 0.1% |
| 1152 | 2 | < 0.1% |
| 1344 | 3 | < 0.1% |
| 1408 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 801920 | 1 | |
| 749056 | 1 | |
| 727936 | 1 | |
| 726848 | 1 | |
| 722752 | 1 | |
| 697216 | 1 | |
| 686848 | 1 | |
| 686720 | 1 | |
| 677120 | 1 | |
| 665984 | 1 |
Max battery temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 230 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.14276684 |
| Minimum | 13.7 |
|---|---|
| Maximum | 36.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.5 KiB |
Quantile statistics
| Minimum | 13.7 |
|---|---|
| 5-th percentile | 17.8 |
| Q1 | 24.6 |
| median | 29.4 |
| Q3 | 32.1 |
| 95-th percentile | 34.5 |
| Maximum | 36.6 |
| Range | 22.9 |
| Interquartile range (IQR) | 7.5 |
Descriptive statistics
| Standard deviation | 5.024616417 |
|---|---|
| Coefficient of variation (CV) | 0.1785402425 |
| Kurtosis | -0.1214518877 |
| Mean | 28.14276684 |
| Median Absolute Deviation (MAD) | 3.3 |
| Skewness | -0.7361506057 |
| Sum | 1215486.1 |
| Variance | 25.24677014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31.3 | 705 | 1.6% |
| 33 | 624 | 1.4% |
| 31.4 | 613 | 1.4% |
| 27.2 | 596 | 1.4% |
| 31 | 590 | 1.4% |
| 31.7 | 590 | 1.4% |
| 33.2 | 587 | 1.4% |
| 33.1 | 584 | 1.4% |
| 30 | 569 | 1.3% |
| 33.3 | 554 | 1.3% |
| Other values (220) | 37178 |
| Value | Count | Frequency (%) |
| 13.7 | 78 | |
| 13.8 | 87 | |
| 13.9 | 52 | |
| 14 | 59 | |
| 14.1 | 33 | 0.1% |
| 14.2 | 33 | 0.1% |
| 14.3 | 26 | 0.1% |
| 14.4 | 17 | < 0.1% |
| 14.5 | 22 | 0.1% |
| 14.6 | 39 |
| Value | Count | Frequency (%) |
| 36.6 | 5 | < 0.1% |
| 36.5 | 25 | 0.1% |
| 36.4 | 79 | |
| 36.3 | 48 | 0.1% |
| 36.2 | 42 | 0.1% |
| 36.1 | 116 | |
| 36 | 162 | |
| 35.9 | 117 | |
| 35.8 | 110 | |
| 35.7 | 185 |
Min battery temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 226 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.90612642 |
| Minimum | 13 |
|---|---|
| Maximum | 35.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.5 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 16.7 |
| Q1 | 23.6 |
| median | 28.1 |
| Q3 | 30.7 |
| 95-th percentile | 33.2 |
| Maximum | 35.6 |
| Range | 22.6 |
| Interquartile range (IQR) | 7.1 |
Descriptive statistics
| Standard deviation | 4.985234766 |
|---|---|
| Coefficient of variation (CV) | 0.1852825148 |
| Kurtosis | -0.2323928797 |
| Mean | 26.90612642 |
| Median Absolute Deviation (MAD) | 3.4 |
| Skewness | -0.6904683168 |
| Sum | 1162075.6 |
| Variance | 24.85256568 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.6 | 1103 | 2.6% |
| 30.1 | 931 | 2.2% |
| 29.1 | 867 | 2.0% |
| 30.6 | 717 | 1.7% |
| 31.6 | 689 | 1.6% |
| 29.5 | 659 | 1.5% |
| 28.1 | 645 | 1.5% |
| 32.1 | 611 | 1.4% |
| 29.7 | 580 | 1.3% |
| 28.6 | 580 | 1.3% |
| Other values (216) | 35808 |
| Value | Count | Frequency (%) |
| 13 | 105 | |
| 13.1 | 65 | |
| 13.2 | 46 | |
| 13.3 | 29 | 0.1% |
| 13.4 | 36 | 0.1% |
| 13.5 | 65 | |
| 13.6 | 39 | 0.1% |
| 13.7 | 25 | 0.1% |
| 13.8 | 24 | 0.1% |
| 13.9 | 20 | < 0.1% |
| Value | Count | Frequency (%) |
| 35.6 | 13 | < 0.1% |
| 35.5 | 25 | 0.1% |
| 35.3 | 25 | 0.1% |
| 35.2 | 102 | |
| 35.1 | 175 | |
| 35 | 56 | 0.1% |
| 34.9 | 3 | < 0.1% |
| 34.8 | 78 | |
| 34.7 | 106 | |
| 34.6 | 168 |
Average battery temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 229 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.51398009 |
| Minimum | 13.3 |
|---|---|
| Maximum | 36.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.5 KiB |
Quantile statistics
| Minimum | 13.3 |
|---|---|
| 5-th percentile | 17.2 |
| Q1 | 24.1 |
| median | 28.8 |
| Q3 | 31.4 |
| 95-th percentile | 33.9 |
| Maximum | 36.1 |
| Range | 22.8 |
| Interquartile range (IQR) | 7.3 |
Descriptive statistics
| Standard deviation | 4.99569084 |
|---|---|
| Coefficient of variation (CV) | 0.1815691813 |
| Kurtosis | -0.1753976162 |
| Mean | 27.51398009 |
| Median Absolute Deviation (MAD) | 3.3 |
| Skewness | -0.709490093 |
| Sum | 1188328.8 |
| Variance | 24.95692697 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30.2 | 657 | 1.5% |
| 29.6 | 653 | 1.5% |
| 32.8 | 626 | 1.4% |
| 32.7 | 582 | 1.3% |
| 30.1 | 547 | 1.3% |
| 30.6 | 503 | 1.2% |
| 31.2 | 502 | 1.2% |
| 30.3 | 501 | 1.2% |
| 30.4 | 500 | 1.2% |
| 32.5 | 498 | 1.2% |
| Other values (219) | 37621 |
| Value | Count | Frequency (%) |
| 13.3 | 59 | |
| 13.4 | 98 | |
| 13.5 | 55 | |
| 13.6 | 58 | |
| 13.7 | 37 | 0.1% |
| 13.8 | 33 | 0.1% |
| 13.9 | 34 | 0.1% |
| 14 | 26 | 0.1% |
| 14.1 | 19 | < 0.1% |
| 14.2 | 13 | < 0.1% |
| Value | Count | Frequency (%) |
| 36.1 | 4 | < 0.1% |
| 36 | 30 | 0.1% |
| 35.9 | 27 | 0.1% |
| 35.8 | 37 | 0.1% |
| 35.7 | 33 | 0.1% |
| 35.6 | 117 | |
| 35.5 | 140 | |
| 35.4 | 166 | |
| 35.3 | 104 | |
| 35.2 | 104 |
Max board temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 444 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.54936096 |
| Minimum | 17.7 |
|---|---|
| Maximum | 62.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.5 KiB |
Quantile statistics
| Minimum | 17.7 |
|---|---|
| 5-th percentile | 23.7 |
| Q1 | 29.3 |
| median | 32.9 |
| Q3 | 36.1 |
| 95-th percentile | 48.6 |
| Maximum | 62.1 |
| Range | 44.4 |
| Interquartile range (IQR) | 6.8 |
Descriptive statistics
| Standard deviation | 7.093740117 |
|---|---|
| Coefficient of variation (CV) | 0.2114418848 |
| Kurtosis | 2.13953563 |
| Mean | 33.54936096 |
| Median Absolute Deviation (MAD) | 3.4 |
| Skewness | 1.126827963 |
| Sum | 1448996.9 |
| Variance | 50.32114884 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33.8 | 552 | 1.3% |
| 34.1 | 456 | 1.1% |
| 33.1 | 447 | 1.0% |
| 32.7 | 442 | 1.0% |
| 33.2 | 440 | 1.0% |
| 34 | 436 | 1.0% |
| 30 | 432 | 1.0% |
| 31.8 | 425 | 1.0% |
| 34.7 | 422 | 1.0% |
| 32.2 | 422 | 1.0% |
| Other values (434) | 38716 |
| Value | Count | Frequency (%) |
| 17.7 | 57 | |
| 17.8 | 14 | < 0.1% |
| 17.9 | 8 | < 0.1% |
| 18 | 5 | < 0.1% |
| 18.1 | 9 | < 0.1% |
| 18.2 | 15 | < 0.1% |
| 18.3 | 10 | < 0.1% |
| 18.4 | 18 | < 0.1% |
| 18.5 | 45 | |
| 18.6 | 23 |
| Value | Count | Frequency (%) |
| 62.1 | 2 | < 0.1% |
| 61.9 | 2 | < 0.1% |
| 61.8 | 2 | < 0.1% |
| 61.7 | 4 | |
| 61.6 | 1 | < 0.1% |
| 61.5 | 3 | |
| 61.4 | 2 | < 0.1% |
| 61.3 | 4 | |
| 61.2 | 5 | |
| 61.1 | 5 |
Min board temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 440 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.72523038 |
| Minimum | 17.5 |
|---|---|
| Maximum | 61.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.5 KiB |
Quantile statistics
| Minimum | 17.5 |
|---|---|
| 5-th percentile | 23.3 |
| Q1 | 29 |
| median | 32.7 |
| Q3 | 35.7 |
| 95-th percentile | 43 |
| Maximum | 61.5 |
| Range | 44 |
| Interquartile range (IQR) | 6.7 |
Descriptive statistics
| Standard deviation | 6.212756736 |
|---|---|
| Coefficient of variation (CV) | 0.189846081 |
| Kurtosis | 2.757994418 |
| Mean | 32.72523038 |
| Median Absolute Deviation (MAD) | 3.4 |
| Skewness | 0.9259717806 |
| Sum | 1413402.7 |
| Variance | 38.59834626 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33.1 | 565 | 1.3% |
| 32.1 | 554 | 1.3% |
| 33.8 | 512 | 1.2% |
| 33.5 | 507 | 1.2% |
| 34.7 | 476 | 1.1% |
| 31.5 | 470 | 1.1% |
| 32.3 | 452 | 1.0% |
| 36.2 | 438 | 1.0% |
| 31.2 | 436 | 1.0% |
| 31.9 | 426 | 1.0% |
| Other values (430) | 38354 |
| Value | Count | Frequency (%) |
| 17.5 | 42 | |
| 17.6 | 28 | |
| 17.7 | 8 | < 0.1% |
| 17.8 | 3 | < 0.1% |
| 17.9 | 12 | < 0.1% |
| 18 | 10 | < 0.1% |
| 18.1 | 13 | < 0.1% |
| 18.2 | 15 | < 0.1% |
| 18.3 | 41 | |
| 18.4 | 27 |
| Value | Count | Frequency (%) |
| 61.5 | 3 | |
| 61.3 | 1 | < 0.1% |
| 61.2 | 1 | < 0.1% |
| 61.1 | 4 | |
| 61 | 4 | |
| 60.9 | 3 | |
| 60.8 | 3 | |
| 60.7 | 1 | < 0.1% |
| 60.6 | 2 | |
| 60.5 | 2 |
Average board temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 442 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.13629775 |
| Minimum | 17.6 |
|---|---|
| Maximum | 61.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.5 KiB |
Quantile statistics
| Minimum | 17.6 |
|---|---|
| 5-th percentile | 23.5 |
| Q1 | 29.2 |
| median | 32.8 |
| Q3 | 36 |
| 95-th percentile | 45.6 |
| Maximum | 61.7 |
| Range | 44.1 |
| Interquartile range (IQR) | 6.8 |
Descriptive statistics
| Standard deviation | 6.595629957 |
|---|---|
| Coefficient of variation (CV) | 0.1990454699 |
| Kurtosis | 2.35066567 |
| Mean | 33.13629775 |
| Median Absolute Deviation (MAD) | 3.4 |
| Skewness | 1.00210048 |
| Sum | 1431156.7 |
| Variance | 43.50233453 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33.1 | 533 | 1.2% |
| 34 | 485 | 1.1% |
| 32.3 | 462 | 1.1% |
| 33.6 | 462 | 1.1% |
| 32.1 | 456 | 1.1% |
| 34.7 | 445 | 1.0% |
| 33.2 | 434 | 1.0% |
| 33.5 | 418 | 1.0% |
| 33.9 | 411 | 1.0% |
| 33.7 | 402 | 0.9% |
| Other values (432) | 38682 |
| Value | Count | Frequency (%) |
| 17.6 | 43 | |
| 17.7 | 27 | |
| 17.8 | 8 | < 0.1% |
| 17.9 | 5 | < 0.1% |
| 18 | 10 | < 0.1% |
| 18.1 | 10 | < 0.1% |
| 18.2 | 13 | < 0.1% |
| 18.3 | 14 | < 0.1% |
| 18.4 | 41 | |
| 18.5 | 28 |
| Value | Count | Frequency (%) |
| 61.7 | 1 | < 0.1% |
| 61.6 | 1 | < 0.1% |
| 61.5 | 3 | |
| 61.4 | 4 | |
| 61.3 | 2 | < 0.1% |
| 61.2 | 2 | < 0.1% |
| 61.1 | 5 | |
| 61 | 1 | < 0.1% |
| 60.9 | 1 | < 0.1% |
| 60.8 | 2 | < 0.1% |
Remaining capacity
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2923 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 724873.9392 |
| Minimum | 439488 |
|---|---|
| Maximum | 762880 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.5 KiB |
Quantile statistics
| Minimum | 439488 |
|---|---|
| 5-th percentile | 582144 |
| Q1 | 715008 |
| median | 756224 |
| Q3 | 756288 |
| 95-th percentile | 756352 |
| Maximum | 762880 |
| Range | 323392 |
| Interquartile range (IQR) | 41280 |
Descriptive statistics
| Standard deviation | 57001.48693 |
|---|---|
| Coefficient of variation (CV) | 0.07863641366 |
| Kurtosis | 3.064730901 |
| Mean | 724873.9392 |
| Median Absolute Deviation (MAD) | 64 |
| Skewness | -1.921308892 |
| Sum | 3.130730544 × 1010 |
| Variance | 3249169513 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 756288 | 13271 | |
| 756224 | 9084 | |
| 756416 | 1346 | 3.1% |
| 756032 | 1221 | 2.8% |
| 756352 | 840 | 1.9% |
| 756160 | 616 | 1.4% |
| 762816 | 429 | 1.0% |
| 756096 | 377 | 0.9% |
| 762752 | 128 | 0.3% |
| 713984 | 109 | 0.3% |
| Other values (2913) | 15769 |
| Value | Count | Frequency (%) |
| 439488 | 1 | |
| 439616 | 1 | |
| 440064 | 1 | |
| 440320 | 1 | |
| 441792 | 1 | |
| 442368 | 1 | |
| 444224 | 1 | |
| 444928 | 1 | |
| 446592 | 1 | |
| 447424 | 1 |
| Value | Count | Frequency (%) |
| 762880 | 1 | < 0.1% |
| 762816 | 429 | |
| 762752 | 128 | 0.3% |
| 762624 | 1 | < 0.1% |
| 762560 | 33 | 0.1% |
| 762176 | 1 | < 0.1% |
| 761984 | 1 | < 0.1% |
| 761856 | 1 | < 0.1% |
| 760896 | 1 | < 0.1% |
| 760384 | 1 | < 0.1% |
Full Charge Capacity
Real number (ℝ≥0)
| Distinct | 126 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 756507.2315 |
| Minimum | 755776 |
|---|---|
| Maximum | 778880 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.5 KiB |
Quantile statistics
| Minimum | 755776 |
|---|---|
| 5-th percentile | 756096 |
| Q1 | 756224 |
| median | 756288 |
| Q3 | 756288 |
| 95-th percentile | 756544 |
| Maximum | 778880 |
| Range | 23104 |
| Interquartile range (IQR) | 64 |
Descriptive statistics
| Standard deviation | 1305.538236 |
|---|---|
| Coefficient of variation (CV) | 0.001725744556 |
| Kurtosis | 54.05005518 |
| Mean | 756507.2315 |
| Median Absolute Deviation (MAD) | 64 |
| Skewness | 6.474693321 |
| Sum | 3.267354733 × 1010 |
| Variance | 1704430.086 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 756288 | 15745 | |
| 756224 | 13167 | |
| 756416 | 3048 | 7.1% |
| 756352 | 2140 | 5.0% |
| 756160 | 1959 | 4.5% |
| 756480 | 1861 | 4.3% |
| 756032 | 1503 | 3.5% |
| 756544 | 850 | 2.0% |
| 762816 | 704 | 1.6% |
| 756096 | 665 | 1.5% |
| Other values (116) | 1548 | 3.6% |
| Value | Count | Frequency (%) |
| 755776 | 2 | < 0.1% |
| 755840 | 10 | < 0.1% |
| 755904 | 18 | < 0.1% |
| 755968 | 411 | 1.0% |
| 756032 | 1503 | 3.5% |
| 756096 | 665 | 1.5% |
| 756160 | 1959 | 4.5% |
| 756224 | 13167 | |
| 756288 | 15745 | |
| 756352 | 2140 | 5.0% |
| Value | Count | Frequency (%) |
| 778880 | 1 | |
| 778752 | 1 | |
| 778432 | 1 | |
| 778112 | 1 | |
| 777856 | 1 | |
| 777600 | 1 | |
| 777152 | 1 | |
| 776960 | 1 | |
| 776896 | 1 | |
| 776576 | 1 |
| Distinct | 43 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95.63148877 |
| Minimum | 58 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.5 KiB |
Quantile statistics
| Minimum | 58 |
|---|---|
| 5-th percentile | 76 |
| Q1 | 94 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 42 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 7.736848492 |
|---|---|
| Coefficient of variation (CV) | 0.08090272976 |
| Kurtosis | 2.834082204 |
| Mean | 95.63148877 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.871259277 |
| Sum | 4130324 |
| Variance | 59.85882459 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 27416 | |
| 89 | 1342 | 3.1% |
| 99 | 1254 | 2.9% |
| 98 | 1174 | 2.7% |
| 94 | 1136 | 2.6% |
| 97 | 1032 | 2.4% |
| 76 | 1023 | 2.4% |
| 86 | 934 | 2.2% |
| 81 | 839 | 1.9% |
| 95 | 703 | 1.6% |
| Other values (33) | 6337 | 14.7% |
| Value | Count | Frequency (%) |
| 58 | 8 | < 0.1% |
| 59 | 12 | < 0.1% |
| 60 | 19 | < 0.1% |
| 61 | 19 | < 0.1% |
| 62 | 25 | 0.1% |
| 63 | 27 | 0.1% |
| 64 | 22 | 0.1% |
| 65 | 129 | |
| 66 | 26 | 0.1% |
| 67 | 49 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 27416 | |
| 99 | 1254 | 2.9% |
| 98 | 1174 | 2.7% |
| 97 | 1032 | 2.4% |
| 96 | 337 | 0.8% |
| 95 | 703 | 1.6% |
| 94 | 1136 | 2.6% |
| 93 | 386 | 0.9% |
| 92 | 311 | 0.7% |
| 91 | 449 | 1.0% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.5 KiB |
| 100 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 129570 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 100 |
|---|---|
| 2nd row | 100 |
| 3rd row | 100 |
| 4th row | 100 |
| 5th row | 100 |
Common Values
| Value | Count | Frequency (%) |
| 100 | 43190 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 100 | 43190 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 86380 | |
| 1 | 43190 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 129570 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 86380 | |
| 1 | 43190 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 129570 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 86380 | |
| 1 | 43190 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 129570 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 86380 | |
| 1 | 43190 |
GO detail
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.5 KiB |
| 16 | |
|---|---|
| 21 | |
| 18 | |
| 17 | 51 |
| 19 | 11 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 86380 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 21 |
|---|---|
| 2nd row | 21 |
| 3rd row | 21 |
| 4th row | 21 |
| 5th row | 21 |
Common Values
| Value | Count | Frequency (%) |
| 16 | 22307 | |
| 21 | 14164 | |
| 18 | 6657 | 15.4% |
| 17 | 51 | 0.1% |
| 19 | 11 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 16 | 22307 | |
| 21 | 14164 | |
| 18 | 6657 | 15.4% |
| 17 | 51 | 0.1% |
| 19 | 11 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 43190 | |
| 6 | 22307 | |
| 2 | 14164 | 16.4% |
| 8 | 6657 | 7.7% |
| 7 | 51 | 0.1% |
| 9 | 11 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 86380 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 43190 | |
| 6 | 22307 | |
| 2 | 14164 | 16.4% |
| 8 | 6657 | 7.7% |
| 7 | 51 | 0.1% |
| 9 | 11 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 86380 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 43190 | |
| 6 | 22307 | |
| 2 | 14164 | 16.4% |
| 8 | 6657 | 7.7% |
| 7 | 51 | 0.1% |
| 9 | 11 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 86380 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 43190 | |
| 6 | 22307 | |
| 2 | 14164 | 16.4% |
| 8 | 6657 | 7.7% |
| 7 | 51 | 0.1% |
| 9 | 11 | < 0.1% |
Control detail 1
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 193.3375318 |
| Minimum | 128 |
|---|---|
| Maximum | 228 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.5 KiB |
Quantile statistics
| Minimum | 128 |
|---|---|
| 5-th percentile | 130 |
| Q1 | 130 |
| median | 224 |
| Q3 | 224 |
| 95-th percentile | 225 |
| Maximum | 228 |
| Range | 100 |
| Interquartile range (IQR) | 94 |
Descriptive statistics
| Standard deviation | 44.24457041 |
|---|---|
| Coefficient of variation (CV) | 0.2288462565 |
| Kurtosis | -1.462615376 |
| Mean | 193.3375318 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.7328735167 |
| Sum | 8350248 |
| Variance | 1957.582011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 224 | 22272 | |
| 130 | 14162 | |
| 225 | 6668 | 15.4% |
| 228 | 85 | 0.2% |
| 226 | 2 | < 0.1% |
| 128 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 128 | 1 | < 0.1% |
| 130 | 14162 | |
| 224 | 22272 | |
| 225 | 6668 | 15.4% |
| 226 | 2 | < 0.1% |
| 228 | 85 | 0.2% |
| Value | Count | Frequency (%) |
| 228 | 85 | 0.2% |
| 226 | 2 | < 0.1% |
| 225 | 6668 | 15.4% |
| 224 | 22272 | |
| 130 | 14162 | |
| 128 | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.5 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 43190 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 43189 | |
| 1 | 1 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 43189 | |
| 1 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 43189 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43190 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 43189 | |
| 1 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43190 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 43189 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43190 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 43189 | |
| 1 | 1 | < 0.1% |
Max charge current
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 97 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 198.6373003 |
| Minimum | 36 |
|---|---|
| Maximum | 320 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.5 KiB |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 83 |
| Q1 | 102 |
| median | 119 |
| Q3 | 320 |
| 95-th percentile | 320 |
| Maximum | 320 |
| Range | 284 |
| Interquartile range (IQR) | 218 |
Descriptive statistics
| Standard deviation | 106.9726484 |
|---|---|
| Coefficient of variation (CV) | 0.5385325324 |
| Kurtosis | -1.863511088 |
| Mean | 198.6373003 |
| Median Absolute Deviation (MAD) | 42 |
| Skewness | 0.1694488389 |
| Sum | 8579145 |
| Variance | 11443.1475 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 320 | 17684 | |
| 114 | 1590 | 3.7% |
| 109 | 1573 | 3.6% |
| 104 | 1540 | 3.6% |
| 99 | 1361 | 3.2% |
| 117 | 961 | 2.2% |
| 111 | 916 | 2.1% |
| 116 | 914 | 2.1% |
| 112 | 897 | 2.1% |
| 106 | 878 | 2.0% |
| Other values (87) | 14876 |
| Value | Count | Frequency (%) |
| 36 | 376 | |
| 37 | 12 | < 0.1% |
| 39 | 19 | < 0.1% |
| 40 | 16 | < 0.1% |
| 41 | 9 | < 0.1% |
| 42 | 26 | 0.1% |
| 44 | 17 | < 0.1% |
| 45 | 10 | < 0.1% |
| 46 | 11 | < 0.1% |
| 47 | 22 | 0.1% |
| Value | Count | Frequency (%) |
| 320 | 17684 | |
| 316 | 94 | 0.2% |
| 308 | 66 | 0.2% |
| 304 | 91 | 0.2% |
| 296 | 97 | 0.2% |
| 292 | 62 | 0.1% |
| 288 | 3 | < 0.1% |
| 284 | 93 | 0.2% |
| 280 | 89 | 0.2% |
| 272 | 96 | 0.2% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.5 KiB |
| 2000 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 172760 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2000 |
|---|---|
| 2nd row | 2000 |
| 3rd row | 2000 |
| 4th row | 2000 |
| 5th row | 2000 |
Common Values
| Value | Count | Frequency (%) |
| 2000 | 43190 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 2000 | 43190 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 129570 | |
| 2 | 43190 | 25.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 172760 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 129570 | |
| 2 | 43190 | 25.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 172760 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 129570 | |
| 2 | 43190 | 25.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 172760 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 129570 | |
| 2 | 43190 | 25.0% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.5 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 129570 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 43190 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 43190 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 86380 | |
| . | 43190 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 86380 | |
| Other Punctuation | 43190 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 86380 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 43190 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 129570 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 86380 | |
| . | 43190 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 129570 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 86380 | |
| . | 43190 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.5 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 129570 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 43190 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 43190 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 86380 | |
| . | 43190 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 86380 | |
| Other Punctuation | 43190 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 86380 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 43190 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 129570 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 86380 | |
| . | 43190 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 129570 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 86380 | |
| . | 43190 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.5 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 129570 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 43190 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 43190 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 86380 | |
| . | 43190 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 86380 | |
| Other Punctuation | 43190 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 86380 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 43190 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 129570 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 86380 | |
| . | 43190 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 129570 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 86380 | |
| . | 43190 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| time | Warning 1 | Warning 2 | Warning 3 | Error 1 | Error 2 | Error 3 | Max cell voltage | Min cell voltage | Average cell voltage | Pack voltage | Charge current | Discharge current | Max battery temperature | Min battery temperature | Average battery temperature | Max board temperature | Min board temperature | Average board temperature | Remaining capacity | Full Charge Capacity | SoC | SoH | GO detail | Control detail 1 | Control detail 2 | Max charge current | Max discharge current | Accel-X (mg) | Accel-Y (mg) | Accel-Z (mg) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2022-05-11 00:00:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3330 | 3322 | 3328 | 86546 | 0 | 0 | 31.2 | 29.6 | 30.5 | 35.2 | 34.9 | 35.1 | 664512 | 756416 | 87 | 100 | 21 | 130 | 0 | 320 | 2000 | 0.0 | 0.0 | 0.0 |
| 1 | 2022-05-11 00:01:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3319 | 3298 | 3310 | 86075 | 0 | 119680 | 31.2 | 29.6 | 30.5 | 35.2 | 34.9 | 35.0 | 664064 | 756416 | 87 | 100 | 21 | 130 | 0 | 320 | 2000 | 0.0 | 0.0 | 0.0 |
| 2 | 2022-05-11 00:02:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3303 | 3233 | 3282 | 85327 | 0 | 134400 | 31.2 | 29.6 | 30.5 | 35.2 | 35.0 | 35.1 | 660992 | 756416 | 87 | 100 | 21 | 130 | 0 | 320 | 2000 | 0.0 | 0.0 | 0.0 |
| 3 | 2022-05-11 00:03:02 | 0 | 1 | 0 | 0 | 0 | 0 | 3263 | 3172 | 3232 | 84198 | 0 | 511744 | 31.2 | 29.6 | 30.5 | 35.1 | 34.9 | 35.0 | 656704 | 756416 | 86 | 100 | 21 | 130 | 0 | 320 | 2000 | 0.0 | 0.0 | 0.0 |
| 4 | 2022-05-11 00:04:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3307 | 3300 | 3305 | 85954 | 0 | 3008 | 31.2 | 29.7 | 30.5 | 35.1 | 34.9 | 35.0 | 653824 | 756416 | 86 | 100 | 21 | 130 | 0 | 320 | 2000 | 0.0 | 0.0 | 0.0 |
| 5 | 2022-05-11 00:05:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3310 | 3296 | 3307 | 85951 | 0 | 28160 | 31.2 | 29.7 | 30.5 | 35.1 | 34.9 | 35.0 | 653504 | 756416 | 86 | 100 | 21 | 130 | 0 | 320 | 2000 | 0.0 | 0.0 | 0.0 |
| 6 | 2022-05-11 00:06:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3307 | 3300 | 3306 | 85952 | 0 | 2624 | 31.3 | 29.7 | 30.5 | 35.0 | 34.9 | 35.0 | 651584 | 756416 | 86 | 100 | 21 | 130 | 0 | 320 | 2000 | 0.0 | 0.0 | 0.0 |
| 7 | 2022-05-11 00:07:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3318 | 3292 | 3301 | 85684 | 0 | 108672 | 31.3 | 29.7 | 30.6 | 35.0 | 34.9 | 35.0 | 650240 | 756416 | 85 | 100 | 21 | 130 | 0 | 320 | 2000 | 0.0 | 0.0 | 0.0 |
| 8 | 2022-05-11 00:08:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3312 | 3304 | 3310 | 86080 | 0 | 3072 | 31.3 | 29.7 | 30.6 | 35.0 | 34.9 | 35.0 | 649216 | 756416 | 85 | 100 | 21 | 130 | 0 | 320 | 2000 | 0.0 | 0.0 | 0.0 |
| 9 | 2022-05-11 00:09:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3316 | 3309 | 3314 | 86176 | 0 | 2688 | 31.3 | 29.7 | 30.6 | 35.0 | 34.9 | 34.9 | 649024 | 756416 | 85 | 100 | 21 | 130 | 0 | 320 | 2000 | 0.0 | 0.0 | 0.0 |
Last rows
| time | Warning 1 | Warning 2 | Warning 3 | Error 1 | Error 2 | Error 3 | Max cell voltage | Min cell voltage | Average cell voltage | Pack voltage | Charge current | Discharge current | Max battery temperature | Min battery temperature | Average battery temperature | Max board temperature | Min board temperature | Average board temperature | Remaining capacity | Full Charge Capacity | SoC | SoH | GO detail | Control detail 1 | Control detail 2 | Max charge current | Max discharge current | Accel-X (mg) | Accel-Y (mg) | Accel-Z (mg) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 43180 | 2022-05-06 23:50:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3530 | 3503 | 3522 | 91586 | 512 | 0 | 27.1 | 26.5 | 26.8 | 48.4 | 39.1 | 43.7 | 756416 | 756416 | 100 | 100 | 16 | 224 | 0 | 94 | 2000 | 0.0 | 0.0 | 0.0 |
| 43181 | 2022-05-06 23:51:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3528 | 3503 | 3522 | 91574 | 512 | 0 | 27.2 | 26.5 | 26.8 | 48.9 | 39.1 | 44.0 | 756416 | 756416 | 100 | 100 | 16 | 224 | 0 | 96 | 2000 | 0.0 | 0.0 | 0.0 |
| 43182 | 2022-05-06 23:52:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3527 | 3501 | 3521 | 91555 | 448 | 0 | 27.2 | 26.5 | 26.8 | 48.5 | 39.2 | 43.8 | 756416 | 756416 | 100 | 100 | 16 | 224 | 0 | 96 | 2000 | 0.0 | 0.0 | 0.0 |
| 43183 | 2022-05-06 23:53:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3418 | 3377 | 3403 | 88672 | 0 | 153280 | 27.2 | 26.5 | 26.8 | 45.5 | 39.2 | 42.3 | 755520 | 756416 | 99 | 100 | 21 | 130 | 0 | 320 | 2000 | 0.0 | 0.0 | 0.0 |
| 43184 | 2022-05-06 23:54:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3424 | 3409 | 3418 | 88874 | 0 | 0 | 27.2 | 26.5 | 26.8 | 41.8 | 39.0 | 40.4 | 754432 | 756416 | 99 | 100 | 21 | 130 | 0 | 320 | 2000 | 0.0 | 0.0 | 0.0 |
| 43185 | 2022-05-06 23:55:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3431 | 3413 | 3424 | 89055 | 0 | 0 | 27.2 | 26.5 | 26.8 | 39.8 | 38.7 | 39.2 | 754432 | 756416 | 99 | 100 | 21 | 130 | 0 | 320 | 2000 | 0.0 | 0.0 | 0.0 |
| 43186 | 2022-05-06 23:56:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3431 | 3416 | 3426 | 89107 | 0 | 0 | 27.2 | 26.5 | 26.8 | 38.8 | 38.3 | 38.5 | 754432 | 756416 | 99 | 100 | 21 | 130 | 0 | 320 | 2000 | 0.0 | 0.0 | 0.0 |
| 43187 | 2022-05-06 23:57:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3434 | 3418 | 3428 | 89137 | 0 | 0 | 27.2 | 26.5 | 26.8 | 38.0 | 37.8 | 37.9 | 754432 | 756416 | 99 | 100 | 21 | 130 | 0 | 320 | 2000 | 0.0 | 0.0 | 0.0 |
| 43188 | 2022-05-06 23:58:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3434 | 3416 | 3428 | 89160 | 0 | 0 | 27.2 | 26.5 | 26.8 | 37.4 | 37.3 | 37.4 | 754432 | 756416 | 99 | 100 | 21 | 130 | 0 | 320 | 2000 | 0.0 | 0.0 | 0.0 |
| 43189 | 2022-05-06 23:59:02 | 0 | 0 | 0 | 0 | 0 | 0 | 3436 | 3418 | 3428 | 89161 | 0 | 0 | 27.2 | 26.5 | 26.8 | 37.0 | 36.8 | 36.9 | 754432 | 756416 | 99 | 100 | 21 | 130 | 0 | 320 | 2000 | 0.0 | 0.0 | 0.0 |